Siqi Miao
- Interpretable and Generalizable Graph Learning via Stochastic Attention Mechanism
2022/01/31 by Siqi Miao, Miao, Siqi, M. Liu +3 · 15 citations
Computer Science · #Advanced Graph Neural Networks #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare
- Interpretable Geometric Deep Learning via Learnable Randomness Injection
2022/10/30 by Siqi Miao, Yunan Luo, Miao, Siqi +5 · 3 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · #Cell Image Analysis Techniques #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science
- Locality-Sensitive Hashing-Based Efficient Point Transformer with Applications in High-Energy Physics
2024/02/19 by Siqi Miao, Miao, Siqi, Zhiyuan Lu +7 · 5 citations
Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #FOS: Computer and information sciences #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #Indoor and Outdoor Localization Technologies #Machine Learning (cs.LG) #Robotics and Sensor-Based Localization
- High Pileup Particle Tracking with Object Condensation
2023/12/06 by K. Lieret, G. Dezoort, Lieret, Kilian +9 · 2 citations
Computer Science · #Data Analysis #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #Machine Learning (cs.LG) #Machine Learning and Algorithms #Machine Learning and Data Classification #Statistics and Probability (physics.data-an)
- What Can We Learn from State Space Models for Machine Learning on Graphs?
2024/06/09 by Yinan Huang, Siqi Miao, Huang, Yinan +3 · 2 citations
Computer Science · Engineering · #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG)